Foto del docente

Michele Scagliarini

Associate Professor

Department of Statistical Sciences "Paolo Fortunati"

Academic discipline: SECS-S/01 Statistics

Curriculum vitae

2005 - Associate professor of Statistics at the Department of Statistical Sciences, University of Bologna.

1996 - 2005 Researcher of Statistics at the Faculty of Statistical Sciences, University of Bologna.

1995 PHD in Statistics, Department of Statistical Sciences, University of Bologna.

1992 Degree in Scienze Statistiche ed Economiche, Faculty of Statistical Sciences, University of Bologna.



MAIN RESEARCH INTERESTS

-Statistical quality control
-Statistical process control and process capability analysis
-Statistical process control for healthcare improvement
-Measurement systems capability analysis
-Logistic regression in medical research
-Competing risks models

PUBLICATIONS

M. Scagliarini, N. Boccaforno, M. Vandi (2020). “Comparison of Control Charts for Poisson Count Data in Healthcare Monitoring”, Applied Stochastic Models in Business and Industry. DOI:10.1002/asmb.2560, forthcoming.

M. Scagliarini, N. Boccaforno, R. Donati, M. Vandi, E. Ponti, S. Nanni (2020). “Process Control Charts in Falls Prevention: The Experience of the Local Healthcare Authority of Romagna, Italy”. Health and Technology, 10(5), pp 1207-1220. ISSN (Print): 2190-7188, eISSN: 2190-7196. DOI: 10.1007/s12553-020-00433-6.

L. Frazzoni, L. Laterza, A. Mussetto, R. M. Zagari, C. Trovato, M. De Bellis, S. Paggi, S. Piccirelli, L. Ricciardiello, P. Cesaro, C. Spada, G. Dal Piaz, M. La Marca, F. Fabbian, L. Petrella, V. Smania, P. Marone, F. Tatangelo, F. Bazzoli, F. Radaelli, A. Repici, C. Hassan, M. Scagliarini, L. Fuccio (2020). “How to Identify Patients Less Likely To Have Metachronous Neoplasms After A Colon Cancer: A Predictive Model”. Endoscopy, 52(03), pp. 220-226. ISSN (Print): 0013-726X, eISSN: 1438-8812. DOI: 10.1055/a-1041-2945.

M. Scagliarini (2018). "A sequential hypothesis testing procedure for the process capability index Cpk". Quality and Reliability Engineering International, 34(5) pp. 791-806, ISSN: 0748-8017 (printed), ISSN: 1099-1638 (Online). DOI: 10.1002/qre.2290.DOI: 10.1002/qre.2290.

M. Portinari, M. Scagliarini, G. Valpiani, S. Bianconcini, D. Andreotti, R. Stano, P. Carcoforo, S. Occhionorelli (2018). "Do I need to operate on that in the middle of the night? Development of a nomogram for the diagnosis of severe acute cholecystitis" Journal of Gastrointestinal Surgery, 22(6), pp. 1016-1025. ISSN: 1091-255X (Print); 1873-4626 (Online). DOI: 10.1007/s11605-018-3708-y.

M. Scagliarini, A. Belluzzi, E. Scaioli, C. Cardamone (2016). “Probabilistic Assessment of Symptomless Inflammation in Crohn’s disease patients”. STATISTICA, 76(4), pp. 301-314. ISSN 1973-2201 (online). DOI: 10.6092/issn.1973-2201/6622.

N. Bortoli, L. Frazzoni, E. V. Savarino, M. Frazzoni, I. Martinucci, A. Jania, S. Tolone, M. Scagliarini, M. Bellini, E. Marabotto, M. Furnari, G. Bodini, S. Russo, L. Bertani, V. Natali, L. Fuccio, V. Savarino, C. Blandizzi, S. Marchi (2016). “Functional Heartburn Overlaps With Irritable Bowel Syndrome More Often than GERD”. The American Journal of GASTROENTEROLOGY, pp. 1711-1717, ISSN: 0002-9270. EISSN: 1572-0241. DOI: 10.1038/ajg.2016.432.

M. Scagliarini, M. Apreda, U. Wienand, G. Valpiani, N. Napoli (2016). "Exponentially Weighted Moving Average Control Schemes for Assessing Hospital Organizational Performance" STATISTICA 76(2), pp. 127-139. ISSN 1973-2201 (online). DOI: 10.6092/issn.1973-2201/6320.

M. Scagliarini , M. Apreda, U. Wienand, G. Valpiani (2016). “Monitoring operating room turnaround time: a retrospective analysis”. International Journal of Health Care Quality Assurance, 29(3), pp. 351-359. ISSN: 0952-6862, DOI: 10.1108/IJHCQA-08-2015-0105.

L. Fuccio, M. Scagliarini, L. Frazzoni, G. Battaglia (2016). “Development of a prediction model of adverse event after stent placement for esophageal cancer”. Gastrointestinal Edoscopy, 83(4), pp 746-752. ISSN: 0016-5107 (Print), ISSN: 1097-6779 (Online). DOI: 10.1016/j.gie.2015.08.047.

E. Scaioli, M. Scagliarini, C. Cardamone, E. Liverani, G. Ugolini, D. Festi, F. Bazzoli, A. Belluzzi (2015). "Clinical application of faecal calprotectin in ulcerative colitis patients". European Journal of Gastroenterology & Hepatology, 27(12), 1418:1424. ISSN: 0954-691X, DOI: 10.1097/MEG.0000000000000461.

L. Fuccio, M. Scagliarini, G. Battaglia (2014). "Complications Risk Assessment for esophageal stent positioning". STATISTICA, 3, pp. 351-364. ISSN 1973-2201 (online).

M. Scagliarini (2015). "A note on the multivariate process capability index MCpm". Quality and Reliability Engineering International, 31(2), pp 329-339. ISSN: 0748-8017 (printed), ISSN: 1099-1638 (Online), DOI: 10.1002/qre.1592.

E. Scaioli, C. Cardamone, M. Scagliarini, R. M. Zagaria, F. Bazzoli, A. Belluzzi (2015). "Can fecal calprotectin better stratify Crohn's disease activity index?" Annals of Gastroenterology, 28, pp247-252. ISSN: 1108-7471 (print). ISSN 1792-7463 (online).

M. Scagliarini (2015). "A Method for Improving Multivariate Measurement Systems Assessment". Quality and Reliability Engineering International, 31(6), pp, 977-988. ISSN: 0748-8017 (printed), ISSN: 1099-1638 (Online), DOI: 10.1002/qre.1653.

M. Scagliarini (2014). "A method for assessing multivariate measurement systems". ACTA IMEKO, 3(4), pp. 38-45. ISSN:2221-870X.

M. Scagliarini (2013). "On the assessment of multivariate and multisite measurement systems". Stat, 2(1), pp. 22-33. ISSN: 2049-1573.

E. Santoz-Fernandez, M. Scagliarini (2012). "MPCI: A R Package for Computing Multivariate Process Capability Indices". Journal of Statistical Software, 47(7), pp. 1-15. ISSN 1548-7660.

M. Scagliarini (2011) "Multivariate process capability using principal component analysis in the presence of measurement errors". AStA Advances in Statistical Analysis, 95(2), pp.113-128. DOI: 10.1007/s10182-011-0156-3.

A. Tuci, F. Tonon, L. Castellani, A. Sartini, G. Roda, M. Marocchi, A. Caponi, A. Munarini, G. Rosati, G. Ugolini. L. Fuccio, M. Scagliarini, F. Bazzoli, A. Belluzzi (2011) "Fecal detection of Mycobacterium avium paratuberculosis using the IS900 DNA sequence in Crohn's disease and ulcerative colitis patients and healthy subjects". Digestive Diseases and Sciences, 56(10), pp. 2957-2962. DOI: 10.1007/s10620-011-1699-6.

D. Cocchi, M. Scagliarini, (2011) "Effects of the two-component measurement error model on control charts". STATISTICA, LXXI(3), pp. 307-327. ISSN: 0390-590X. ISBN: 978 88 491 3569 5.

M. Scagliarini (2010). Inference on Cpk for autocorrelated data in the presence of random measurement errors. Journal of Applied Statistics, Vol. 37, No. 1, 147-158. ISSN 0266-4763 print/ISSN 1360-0532 online. doi:10.1080/02664760902914482.

D. Cocchi, M. Scagliarini, (2010) "A robust approach for assessing misclassification rates under the two-component measurement error model". Applied Stochastic Models in Business and Industry, vol. 26, pp. 389 - 400 ISSN: 1524-1904. Published Online Jun 11 2009, DOI: 10.1002/asmb.793.

M Scagliarini, R. Vermiglio (2008). "Computing Multivariate Process Capability Indices (Excel)" Journal of Modern Applied Statistical Methods. Vol. 7, No. 1, 346-357. ISSN: 1538-9472.

S. Bordignon, M. Scagliarini (2006)."Estimation of C pm when Measurement Error is Present" Quality and Reliability Engineering International, Volume 22, Issue 7, Pages: 787-801.

D. Cocchi , M Scagliarini (2005). "Modelling the effect of salinity on the multivariate distribution of a water quality index". Journal of Mathematics and Statistics, 1(4) , pp .268-272.

G. Lasi , C. Mongiello , M Scagliarini (2004). "Il controllo statistico per processi a flussi multipli: il caso della Granarolo SpA " TUTTO_MISURE , 4/04 , pp . 327-329.


G. Lasi , C. Mongiello , M. Scagliarini (2004). "Il controllo statistico per processi a flussi multipli: problemi e soluzioni di un caso aziendale " STATISTICA, n .4 , pp. 707-719.

S. Bordignon , M. Scagliarini (2002). "Statistical Analysis of Process Capability Indices with Measurement Errors". Quality and Reliability Engineering International, Vol. 18, issue n .4. pp. 321-332.

M. Scagliarini (2002). "Estimation of Cp for autocorrelated data and measurement errors". Communications in Statistics-Theory and Methods , Volume 31, issue 9, pp.1647-1664.

D. Cocchi, M. Scagliarini (2002). "Modelling extreme rainfall data within a catchment region ". Environmetrics, 14, n.1, pp. 11-26.

S. Bordignon , M. Scagliarini (2001). "Statistical Analysis of Process Capability Indices with Measurement Errors: the case of Cp". Statistical Methods & Applications, 10: 273-285.

S. Bordignon , M. Scagliarini (2000). "Monitoring algorithms for detecting change in the ozone concentrations". ENVIRONMETRICS, 11(2). pp. 125-137.

M.Scagliarini (1999). "L'individuazione di variazioni in sistemi dinamici: una proposta per la scelta dei parametri per l'algoritmo GLR". STATISTICA, n .4 , pp.499-514.

S. Bordignon , M. Scagliarini (1999). "La rilevazione di variazioni in processi dinamici: un'applicazione ad un analizzatore di ozono". STATISTICA, n .2 , pp.193-210.

M. Scagliarini (1996). "Un modello autoregressivo vettoriale con ingressi esogeni per l'inquinamento da monossido di carbonio nella citta' di Bologna". ANNALI DI STATISTICA , Serie X, Volume 10, ISTAT, Roma, pp. 321-331.



Software Scientifico

Edgar Santos-Fernandez, Michele Scagliarini. (2011).
MPCI: Multivariate Process Capability Indices (MPCI).
Available on CRAN, The Comprehensive R Archive Network: http://www.cran.r-project.org/web/packages/MPCI/index.html

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